Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-09 0.205464 0.228100 0.253129 0.283030 0.318006 0.357907 0.407276
2025-03-16 0.169764 0.200399 0.237349 0.285946 0.349335 0.430920 0.546828
2025-03-23 0.147886 0.182217 0.226274 0.288528 0.376968 0.502772 0.704846
2025-03-30 0.127245 0.161345 0.206991 0.274821 0.377368 0.534784 0.813948
2025-04-06 0.112512 0.145916 0.192156 0.263746 0.377767 0.564768 0.927702
2025-04-13 0.101468 0.134083 0.180520 0.254985 0.379134 0.595312 1.052256
2025-04-20 0.096179 0.129701 0.178923 0.261004 0.405189 0.674624 1.307588
2025-04-27 0.092716 0.127516 0.180175 0.271488 0.440702 0.781521 1.682980
2025-05-04 0.089427 0.125189 0.180804 0.280794 0.475742 0.898477 2.164286
2025-05-11 0.086134 0.122496 0.180452 0.288156 0.508385 1.021427 2.767874
2025-05-18 0.081577 0.117393 0.175546 0.286386 0.521612 1.102178 3.307490
2025-05-25 0.075886 0.110039 0.166163 0.274928 0.511538 1.118994 3.614520
2025-06-01 0.072024 0.105526 0.161492 0.272462 0.522374 1.201211 4.338288
2025-06-08 0.068772 0.101815 0.157939 0.271856 0.537817 1.305186 5.359835
2025-06-15 0.066145 0.098960 0.155641 0.273488 0.559183 1.438880 6.866313
2025-06-22 0.061767 0.092841 0.146920 0.260579 0.540889 1.430586 7.356222
2025-06-29 0.058089 0.087734 0.139729 0.250243 0.527752 1.437502 8.033263
2025-07-06 0.054982 0.083457 0.133803 0.242081 0.519192 1.459686 8.958364
2025-07-13 0.053826 0.082523 0.134093 0.247681 0.549986 1.653959 12.584460
2025-07-20 0.053211 0.082499 0.136103 0.257431 0.595395 1.944122 19.913056
2025-07-27 0.052477 0.082207 0.137552 0.266077 0.640145 2.272158 33.055500
2025-08-03 0.051575 0.081548 0.138208 0.272913 0.681349 2.624967 57.523327
2025-08-10 0.049890 0.079346 0.135574 0.271270 0.693804 2.825505 85.850536